JAY BHATTACHARYA, M.D., Ph.D. June 2021

Address Center for Primary Care and Outcomes Research Phone: (650) 736-0404 School of Medicine 615 Crothers Way Email: [email protected] Stanford, CA 94305-6019 http://web.stanford.edu/~jay

RESEARCH INTERESTS Health economics, health policy, and outcomes research

A. ACADEMIC HISTORY: Stanford University A.M., A.B. 1990 Stanford University School of Medicine M.D. 1997 Stanford University Department of Economics Ph.D. 2000

B. EMPLOYMENT HISTORY: 2001 – present Professor (Assistant to Full), Stanford University Department of Medicine, Department of Economics (by courtesy) 2013 – present Senior Fellow, Stanford Institute for Economic Policy Research 2014 – present Senior Fellow Stanford Freeman Spogli Institute 2007 – present Research Associate, Sphere Institute / Acumen LLC 2002 – present FRF to Research Associate, National Bureau of Economic Research 2001 – 2020 Professor (Assistant to Full) Department of Health Research and Policy (by courtesy) 2006 – 2008 Research Fellow, 1998 – 2001 Economist (Associate to Full), RAND Corporation 1998 – 2001 Visiting Assistant Professor, UCLA Department of Economics

C. SCHOLARLY PUBLICATIONS: PEER-REVIEWED ARTICLES (152 total) 1. Yoshikawa A, Vogt W.B., Hahn J., Bhattacharya J., “Toward the Establishment and Promotion of Health Economics Research in Japan,” Japanese Journal of Health Economics and Policy 1(1):29-45, (1994). 2. Vogt WB, Bhattacharya J, Kupor S, Yoshikawa A, Nakahara T, "The Role of Diagnostic Technology in Competition among Japanese Hospitals," International Journal of Technology Management, Series on Management of Technology in Health Care, 11(1):93-105 (1995). 3. Bhattacharya J, Vogt WB, Yoshikawa A, Nakahara T, "The Utilization of Outpatient Medical Services in Japan," Journal of Human Resources, 31(2): 450- 76, (1996). 4. Vogt WB, Kupor S, Bhattacharya J, Yoshikwawa A, Nakahara T, "Technology and Staffing in Japanese University Hospitals: Government vs. Private," International Journal of Technology Assessment in Health Care, 12(1): 93-103, (1996).

JAY BHATTACHARYA, M.D., Ph.D. June 2021

5. Sturm R, Gresenz C, Sherbourne C, Bhattacharya J, Farley D, Young AS, Klap R, Minnium K, Burnham MA, and Wells KB. “The Design of Healthcare for Communities: A Study of Health Care Delivery for Alcohol, Drug Abuse, and Mental Health Conditions.” Inquiry 36(2):221-33 (1999). 6. Goldman D, Bhattacharya J, Joyce G, D’Amato R, Bozette S, Shapiro M, Liebowitz A. “The Impact of State Policy on the Costs of HIV Infection”, Medical Care Research and Review 58(1):31-53 (2001). See comments Medical Care Research and Review 58(4):497-498 (2001). 7. Schoenbaum M, Spranca M, Elliot M, Bhattacharya J, Short PF. “Health Plan Choice and Information about Out-of-Pocket Costs: An Experimental Analysis” Inquiry 38(1):35-48 (2001). 8. Reville R, Bhattacharya J, and Sager L. “New Methods and Data Sources for Measuring the Economic Consequences of Workplace Injuries,” American Journal of Industrial Medicine 40(4):452-63 (2001). 9. Goldman D, Bhattacharya J, McCaffrey D, Duan N, Leibowitz A, Morton S. “The Effect of Insurance on Mortality in an HIV+ Population in Care,” JASA 96(455):883-894, (2001). See comments “The Effect of Insurance on Mortality in an HIV+ Population in Care,” JASA 97(460):1218 (2002). 10. Su C, Bhattacharya J, and Wang CC, “Role of Neck Surgery in Conjunction with Radiation in Regional Control of Node-Positive Cancer of the Oropharynx” American Journal of Clinical Oncology 25(2):109-16. (2002). 11. DeLeire T, Bhattacharya J, and MaCurdy T. "Comparing Measures of Overtime Across BLS Surveys." Industrial Relations 41(2):362-369 (2002). 12. Studdert D, Bhattacharya J, Warren B, Schoenbaum M, Escarce JJ. “Personal Choices of Health Plans by Managed Care Experts.” Medical Care 40(5):375-86 (2002). 13. Bhattacharya J, Schoenbaum M, and Sood N. “Optimal Contributions to Flexible Spending Accounts for Medical Care.” Economics Letters 76(1):129-135 (2002). 14. Reville R, Neuhauser F, Bhattacharya J, and Martin C, “Comparing Severity of Impairment for Different Permanent Upper Extremity Musculo-Skeletal Injuries” Journal of Occupational Rehabilitation 12(3):205-21 (2002). 15. Lakdawalla D., Goldman D, Bhattacharya J, Hurd M, Joyce G, and Panis C., “Forecasting the Nursing Home Population”, Medical Care 41(1):8-20 (2003) See comments “Forecasting the Nursing Home Population,” Medical Care 41(1):28- 31 (2003). 16. Bhattacharya J, Deleire T, Haider S, Currie J. “Heat or Eat? Cold-Weather Shocks and Nutrition in Poor American Families,” American Journal of Public Health 93(7):1149-1154 (2003). 17. Bhattacharya J and Vogt W. “A Simple Model of Pharmaceutical Price Dynamics.” Journal of Law and Economics 46:599-626 (2003). 18. Bhattacharya J, Goldman D, Sood N. “The Link Between Public and Private

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Insurance and HIV-Related Mortality,” Journal of Health Economics 22:1105- 1122 (2003). 19. Lakdawalla D, Bhattacharya J, and Goldman D. “Are the Young Becoming More Disabled?” Health Affairs 23(1):168-176 (2004). 20. Bhattacharya J, Currie J, and Haider S. “Poverty, Food Insecurity, and Nutritional Outcomes in Children and Adults,” Journal of Health Economics 23(4):839-862 (2004). 21. Yoo BK, Bhattacharya J, McDonald K and Garber A. “Impacts of Informal Caregiver Availability on Long-term Care Expenditures in OECD Countries,” Health Services Research 39(6 Pt 2):1971-92 (2004). 22. Bhattacharya J, Goldman D, and Sood N. “Price Regulation in Secondary Insurance Markets” Journal of Risk and Insurance 72(4):61-75 (2005). 23. Bhattacharya J. “Specialty Selection and Lifetime Returns to Specialization Within Medicine” Journal of Human Resources 40(1):115-143 (2005). 24. Lakdawalla D, Philipson T, Bhattacharya J, “Welfare-Enhancing Technological Change and the Growth of Obesity,” American Economics Review (Papers and Proceedings) 95(2): 253-257 (2005). 25. Bhattacharya J, Shang B, Su CK, Goldman D “Technological Advance in Cancer and the Future of Medical Care Expenditures by the Elderly,” Health Affairs. [Web Exclusive 10.1377/hlthaff.w5.r5-r17] 26 September (2005). 26. Goldman DP, Shang B, Bhattacharya J, Garber AM, Hurd M, Joyce GF, Lakdawalla D, Panis C, Shekelle P, “Consequences Of Health Trends And Medical Innovation For The Future Elderly,” Health Affairs. [Web Exclusive 10.1377/hlthaff.w5.r53-r66] 26 September (2005). 27. Bhattacharya J and Lakdawalla D, “The Labor Market Value of Health Improvements” The Forum for Health Economics and Health Policy. Forum: Biomedical Research and the Economy: Article 2 http://www..bepress.fhep/biomedical _research/2 (2005). 28. Bhattacharya J and Lakdawalla D, “Does Medicare Benefit the Poor?” Journal of Public Economics 90(1-2):277-92 (2006). 29. Bhattacharya J, Goldman D, McCaffrey D, “Estimating Probit Models with Endogenous Covariates,” Statistics in Medicine 25(3):389-413 (2006). 30. Bhattacharya J, Currie J, and Haider S, “Breakfast of Champions? The Nutritional Effects of the School Breakfast Program,” Journal of Human Resources (2006) 41(3):445-466. 31. Bhattacharya J and Sood N, “Health Insurance and the Obesity Externality” Advances In Health Economics And Health Services Research 17:279-318 (2007). 32. Shetty K and Bhattacharya J, “The Impact of the 2003 ACGME Work Hours Regulations” Annals of Internal Medicine 147: 73-80 (2007). See comment “A Response to Dr. Puhan” Annals of Internal Medicine 148(6): 482 (2008). 33. Bhattacharya J and Shang B, “Model Based Survey Design Using Logits:

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Estimating Lost Statistical Power from Random Alternative Sampling” Survey Research Methods 1(3):145-154 (2007).ea 34. Bhattacharya J, Choudhry K, and Lakdawalla D, "Chronic Disease and Trends in Severe Disability in Working Age Populations" Medical Care 46(1):92-100 (2008). 35. Bhattacharya J, Shaikh A, Vytlacil E, “Treatment Effect Bounds under Monotonicity Assumptions: An Application to Swan-Ganz Catheterization” American Economic Review (Papers and Proceedings) 98(2): 351–56 (2008). 36. Shetty K, Vogt WB, and Bhattacharya J, “Hormone Replacement Therapy and Cardiovascular Health in the US.” Medical Care 47(5):600-606 (2009). 37. Bhattacharya J and Bundorf K, “The Incidence of the Healthcare Costs of Obesity” Journal of Health Economics 28(3):649-658 (2009) 38. Bendavid E and Bhattacharya J, “PEPFAR in Africa: An Evaluation of Outcomes” Annals of Internal Medicine 150(10):688-695 (2009) 39. Nukols T, Bhattacharya J, Wolman DM, Ulmer C, Escarce JJ, “Cost Implications of Reductions to Resident Physician Work Hours and Workloads for Resident Physicians,” New England Journal of Medicine 360(21):2202-15 (2009). 40. Bhattacharya J and Isen A, "On Inferring Demand for Health Care in the Presence of Anchoring and Selection Biases," Forum for Health Economics & Policy: 12(2) (Health Economics), Article 6. http://www.bepress.com/fhep/12/2/6 (2009) 41. Bhattacharya J, Goldman D, and Sood N, “Market Evidence of Misperceived Prices and Mistaken Mortality Risks,” Journal of Economic Behavior and Organization 72(1):451-462 (2009) 42. Seabury S, Bhattacharya J, Neuhauser F, Reville R, “Using Empirical Data on Earnings Losses to Improve Permanent Disability Ratings in Workers’ Compensation,” Journal of Risk and Insurance 77(1):231-260 (2010). 43. Kautz T, Bendavid E, Bhattacharya J, Miller NG, “AIDS and Declining Support for Dependent Elderly People in Africa: Retrospective Analysis Using Demographic and Health Surveys” British Medical Journal 340:c2841 doi:10.1136 (2010) 44. Patel CJ, Bhattacharya J, Butte AJ, “An Environment-Wide Association Study (EWAS) on Type 2 Diabetes Mellitus,” PLoS ONE 5(5): e10746. doi:10.1371/journal.pone.0010746 (2010) 45. Yoo BK, Bhattacharya J, Fiscella K, Bennett NM, Szilagyi P, “Effects of Mass Media Coverage on Timing and Annual Receipt of Influenza Vaccination among Medicare Elderly” Health Services Research 45(5 Pt 1):1287-309. (2010) 46. Bendavid E, Leroux E, Bhattacharya J, Smith N, and Miller G, “The Role of Drug Prices and Foreign Assistance in Expanding HIV Treatment in Africa” British Medical Journal 341:c6218 (2010) 47. Shetty K, Deleire T, White C, and Bhattacharya J, ``Changes in Hospitalization Rates Following Smoking Bans,'' Journal of Policy Analysis and Management 30(1):6-28 (2011)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

48. Bhattacharya J and Sood N, “Who Pays for Obesity?” Journal of Economic Perspectives 25(1):139-58 (2011) 49. Liu V, Weill D, Bhattacharya J, “Racial Differences in Survival Following Lung Transplantation” Archives of Surgery 146(3):286-293 (2011) 50. Liu V, Bhattacharya J, Weill D, Hlatky M, “Persistent Racial Disparities in Survival Following Heart Transplantation” Circulation 123:1642-1649 (2011) 51. Bhattacharya J and Packalen M “Opportunities And Benefits As Determinants Of The Direction Of Scientific Research”' Journal of Health Economics (2011) 30(4):603-15 52. Atella V, Bhattacharya J, Carbonari L, “Pharmaceutical Price Controls and Minimum Efficacy Regulation: Evidence from the US and Italy,” Health Services Research (2012) 47(1 Pt 1):293-308. 53. Bhattacharya J, Shaikh AM, and Vytlacil E, “Treatment Effect Bounds: An Application to Swan-Ganz Catheterization,” Journal of Econometrics (2012) 168(2): 223-243. 54. Bhattacharya J and Packalen M, “The Other Ex-Ante Moral Hazard in Health”' Journal of Health Economics (2012) 31(1):135-46 55. Smith-Spangler C, Bhattacharya J, and Goldhaber-Fiebert JD, “Diabetes, Its Treatment, and Catastrophic Medical Spending in 35 Developing Countries” Diabetes Care (2012) 35(2):319-26 56. Arroyo A, Wang E, Saynina O, Bhattacharya J, Wise P, "The Association Between Insurance Status and Emergency Department Disposition of Injured California Children" Academic Emergency Medicine (2012) 19: 541–551. 57. Bhattacharya J and Vogt WB, “Do Instrumental Variables Belong in Propensity Scores?” International Journal of Statistics & Economics 9(A12) (2012) 58. Goldhaber-Fiebert JD, Rubinfeld RE, Bhattacharya J, Robinson TN, Wise PH, “The Utility of Childhood and Adolescent Obesity Assessment in Relation to Adult Health” Medical Decision Making (2012) 33(2):163-75. 59. Bendavid E, Holmes CB, Bhattacharya J, Miller G, “HIV Development Assistance and Adult Mortality in Africa” JAMA 2012;307(19):2060-2067. 60. Perlroth DJ, Bhattacharya J, Goldman DP, Garber AM,” An economic analysis of conservative management versus active treatment for men with localized prostate cancer,” J Natl Cancer Inst Monogr. 2012(45):250-7. 61. Bhattacharya J, Gathmann C, Miller NG, “The Gorbachev Anti-Alcohol Campaign and Russia’s Mortality Crisis,” American Economic Journals: Applied Economics (2013) 5(2):232-60. 62. Erickson K, Tan K, Winkelmayer W, Chertow G, Bhattacharya J, “Variation in Nephrologist Visits to Patients on Hemodialysis across Dialysis Facilities and Geographic Locations.” Clinical Journal of the American Society of Nephrology (2013): 987-994 doi:10.2215/CJN.10171012 63. Bundorf K, Mata R, Schoenbaum M, Bhattacharya J, “Are Prescription Drug Insurance Choices Consistent with Expected Utility Theory?” Health Psychology (2013) 32(9), 986.

JAY BHATTACHARYA, M.D., Ph.D. June 2021

64. Basu S, Seligman H, Bhattacharya J, “Nutritional policy changes in the Supplemental Nutrition Assistance Program: A microsimulation and cost- effectiveness analysis” Medical Decision Making (2013) 33(7), 937-948. 65. Nguyen C, Hernandez-Boussard T., Davies SM, Bhattacharya J, Khosla RM, Curtin CM, “Cleft Palate Surgery: An Evaluation of Length of Stay, Complications, and Costs by Hospital Type,” The Cleft Palate-Craniofacial Journal. (2013) 66. Austin D, Luan A, Wang L, Bhattacharya J, “Small Increases to Employer Premiums Could Shift Millions of People to the Exchanges and Add Billions of Dollars to Federal Outlays” Health Affairs 32.9 (2013): 1531-1537. 67. Bendavid E and Bhattacharya J, “The Relationship of Health Aid to Population Health Improvements” JAMA Internal Medicine Jun;174(6):881-7. doi: 10.1001/jamainternmed.2014.292. (2014) PMID: 24756557 68. Erickson K, Winkelmayer W, Chertow G, Bhattacharya J “Physician Visits and 30- day Hospital Readmissions in Patients Receiving Hemodialysis.” Journal of the American Society of Nephrology Sep;25(9):2079-87. doi: 10.1681/ASN.2013080879 (2014) PMID: 2481216. 69. Patel RB, Mathur MB, Gould M, Uyeki TM, Bhattacharya J, Xiao Y, Khazeni N “Demographic and Clinical Predictors of Mortality from Highly Pathogenic Avian Influenza A (H5N1) Virus Infection: CART Analysis of International Cases.” PLoS One Mar 25;9(3):e91630. doi: 10.1371/journal.pone.0091630. eCollection 2014. PMID: 24667532 (2014). 70. Basu S, Seligman H, Gardner C, and Bhattacharya J, “Ending SNAP subsidies for sugar-sweetened beverages could reduce obesity and type 2 diabetes” Health Affairs Jun;33(6):1032-9. doi: 10.1377/hlthaff.2013.1246 (2014) PMID: 24889953 71. Jena AB, Schoemaker L, and Bhattacharya J, “Exposing Physicians to Reduced Residency Work Hours Did Not Adversely Affect Patient Outcomes After Residency” Health Affairs 33:1832-1840 (2014) 72. Mathur MB, Patel RB, Gould M, Uyeki TM, Bhattacharya J, Xiao Y, Gillaspie Y, Khazeni N, “Global Seasonal Patterns in Human HPAI H5N1 Infection: Analysis of International Cases” PLoS ONE Sep 12;9(9):e106171. doi: 10.1371/journal.pone.0106171. eCollection 2014. PMID: 25215608 (2014) 73. Bhattacharya J, Vogt WB. “Employment and Adverse Selection in Health Insurance.” Forum for Health Economics and Policy 17(1):79-104. DOI: 10.1515/fhep-2013-0017 (2014) 74. Erickson KF, Winkelmayer WC, Chertow GM, and Bhattacharya J. “Medicare Reimbursement Reform for Provider Visits and Health Outcomes in Patients on Hemodialysis.” Forum for Health Economics and Policy 17(1):53-77 (2014) 75. Park MD, Bhattacharya J, Park KT. “Differences in healthcare expenditures for inflammatory bowel disease by insurance status, income, and clinical care setting.” PeerJ. Sep 23;2:e587. doi: 10.7717/peerj.587 PMID: 25279267 (2014) 76. Erickson KF, Mell MW, Winkelmayer WC, Chertow GM, and Bhattacharya J “Provider Visit Frequency and Vascular Access Interventions in Hemodialysis” Clinical Journal of the American Society of Nephrology (2015) 10(2):269-77. doi: 10.2215/CJN.05540614. PMID: 25587105

JAY BHATTACHARYA, M.D., Ph.D. June 2021

77. Chicklis C, MaCurdy T, Bhattacharya J, Shafrin J, Zaidi S, and Rogers D “Regional Growth in Medicare Spending, 1992-2010.” Health Services Research (2015) 50(5):1574-88. doi: 10.1111/1475-6773.12287 PMID: 25676603 78. Romley JA, Axeen S, Lakdawalla DN, Chernew ME, Bhattacharya J, and Goldman DP. “The Relationship between Commercial Health Care Prices and Medicare Spending and Utilization.” Health Services Research (2015) 50(3):883-96. doi: 10.1111/1475-6773.12262. PMID: 25429755 79. Gidwani R and Bhattacharya J “CMS Reimbursement Reform and the Incidence of Hospital-Acquired Pulmonary Embolism or Deep Vein Thrombosis.” Journal of General Internal Medicine 30(5):588-596 (2015) 80. Erickson KF, Mell MW, Winkelmayer WC, Chertow GM, and Bhattacharya J “Provider Visits and Early Vascular Access Placement in Maintenance Hemodialysis.” Journal of the American Society of Nephrology 26(8):1990-7 doi:10.1681/ASN.2014050464 (2015) PMID: 25452668 81. Goldhaber-Fiebert JD, Studdert DM, Farid MS, Bhattacharya J “Will Divestment from Employment-Based Health Insurance Save Employers Money? The Case of State and Local Governments.” Journal of Empirical Legal Studies 12(3): 343-394 (2015) DOI: 10.1111/jels.12076 82. Alsan M, Schoemaker L, Eggleston K, Kammili N, Kolli P, Bhattacharya J. “Out-of- pocket health expenditures and antimicrobial resistance in low- and middle- income countries” Lancet Infectious Disease (2015) 15(10):1203-1210 83. Wang L, Haberland C, Thurm C, Bhattacharya J, Park KT. “Health Outcomes in US Children with Abdominal Pain at Major Emergency Departments Associated with Race and Socioeconomic Status” PLoS One 10(8): e0132758 DOI: 10.1371/journal.pone.0132758 (2015) 84. Patel MI, Bhattacharya J, Asch SM, Kahn J “Acceptance of Advance Directives and Palliative Care Referral for Veterans with Advanced Cancer: A Retrospective Analysis.” The American Journal of Hospice & Palliative Care DOI:10.1177/1049909115595216 (2015). 85. Jena AB, Schoemaker L, Bhattacharya J, Seabury SA (2015) Physician spending and subsequent risk of malpractice claims: observational study. BMJ 2015;351:h5516 doi: 10.1136/bmj.h5516. PMID: 26538498 See also: Jena AB, Schoemaker L, Bhattacharya J, Seabury SA. “Authors' reply to Barbieri and Kovarik, Mariani, and Waxman and Kanzaria.” BMJ. 2015 351:h6774. doi: 10.1136/bmj.h6774 (2015). PMID: 26668033 86. Richman I, Asch SM, Bhattacharya J, Owens DK. “Colorectal Cancer Screening in the Era of the Affordable Care Act” Journal of General Internal Medicine (2016) 31(3):315-20. doi: 10.1007/s11606-015-3504-2. PMID: 26349953 87. Mooney JJ, Bhattacharya J, and Dhillon GS Effect of Transplant Center Volume on Cost and Readmissions in Medicare Lung Transplant Recipients, Annals of the American Thoracic Society 13(7):1034-41. doi: 10.1513/AnnalsATS.201601- 017OC (2016). PMID: 27064753 88. Hurley MP, Schoemaker L, Morton JM, Wren SM, Vogt WB, Watanabe S, Yoshikawa A, Bhattacharya J. “Geographic variation in surgical outcomes and

JAY BHATTACHARYA, M.D., Ph.D. June 2021

cost between the United States and Japan.” Am J Manag Care. 22(9):600-7 (2016) PMID: 27662222 89. Erickson KF, Winkelmayer WC, Chertow GM, Bhattacharya J. “Hemodialysis Hospitalizations and Readmissions: The Effects of Payment Reform.” Am J Kidney Dis. 2016 Nov 14. pii: S0272-6386(16)30524-8. doi: 10.1053/j.ajkd.2016.08.033. (2016) PMID: 27856087 90. Richman I, Asch SM, Bendavid E, Bhattacharya J, Owens DK. “Breast Density Notification Legislation and Breast Cancer Stage at Diagnosis: Early Evidence from the SEER Registry.” J Gen Intern Med. 32(6):603-609 (2017) doi: 10.1007/s11606-016-3904-y. PMID: 27844260 91. Erickson KF, Zheng Y, Winkelmayer WC, Ho V, Bhattacharya J, Chertow GM. “Consolidation in the Dialysis Industry, Patient Choice, and Local Market Competition.”Clin J Am Soc Nephrol. 12(3):536-545 (2017) doi: 10.2215/CJN.06340616 PMID: 27831510 92. Erickson KF, Winkelmayer WC, Chertow GM, Bhattacharya J. “Effects of physician payment reform on provision of home dialysis.” Am J Manag Care 22(6):e215-23. (2016) PMID: 27355909 93. Eneriz-Wiemer M, Saynina O, Sundaram V, Lee HC, Bhattacharya J, Sanders LM. “Parent Language: A Predictor for Neurodevelopmental Follow-up Care Among Infants With Very Low Birth Weight.” Acad Pediatr. 16(7):645-52. doi: 10.1016/j.acap.2016.04.004. (2016) PMID: 27130810 94. Chen B, Jalal H, Hashimoto H, Suen SC, Eggleston K, Hurley M, Schoemaker L, and Bhattacharya J. “Forecasting Trends in Disability in a Super-Aging Society: Adapting the Future Elderly Model to Japan,” Journal of the Economics of Ageing 8 (2016): 42-51. 95. Liu VX, Fielding-Singh V, Greene JD, Baker JM, Iwashyna TJ, Bhattacharya J, Escobar GJ. “The Timing of Early Antibiotics and Hospital Mortality in Sepsis” Am J Respir Crit Care Med. (2017) 196(7):856-863. doi: 10.1164/rccm.201609- 1848OC PMID: 28345952 96. Shaw JG, Farid M, Noel-Miller C, Joseph N, Houser A, Asch SA, Bhattacharya J, Flowers L. “Social Isolation and Medicare Spending: Among Older Adults, Objective Social Isolation Increases Expenditures while Loneliness Does Not” J of Aging and Health 29(7):1119-1143 (2017) 97. Tran EMT, Bhattacharya J, Pershing S. “Self-Reported Receipt of Dilated Fundus Examinations Among Patients with Diabetes: Medical Expenditure Panel Survey, 2002-2013” American Journal of Ophthalmology 179:18-24 (2017) doi: 10.1016/j.ajo.2017.04.009 PMID: 28455116 98. Lin E, Cheng XS, Chin KK, Zubair T, Chertow GM, Bendavid E, Bhattacharya J. “Home Dialysis in the Prospective Payment System Era” J Am Soc Nephrol 28(10):2993-3004. doi: 10.1681/ASN.2017010041. Epub 2017 May 10. (2017) PMID: 28490435 99. Hakim I, Hathi S, Nair A, Narula T, Bhattacharya J. “Electronic health records and the frequency of diagnostic test orders” Am J Manag Care. 23(1):e16-e23. (2017) PMID: 28141935

JAY BHATTACHARYA, M.D., Ph.D. June 2021

100. Pollom EL, Wang G, Harris JP, Koong AC, Bendavid E, Bhattacharya J, Chang DT. “The Impact of Intensity Modulated Radiation Therapy on Hospitalization Outcomes in the SEER-Medicare Population With Anal Squamous Cell Carcinoma” Int J Radiat Oncol Biol Phys. 98(1):177-185. doi: 10.1016/j.ijrobp.2017.01.006. PMID: 28258896 (2017) 101. Kwong JZ, Weng Y, Finnegan M, Schaffer R, Remington A, Curtin C, McDonald KM, Bhattacharya J, Hernandez-Boussard T. “Effect of Medicare's Nonpayment Policy on Surgical Site Infections Following Orthopedic Procedures” Infect Control Hosp Epidemiol. 38(7):817-822 doi: 10.1017/ice.2017.86. (2017) PMID: 28487001 102. Chen SP, Bhattacharya J, Pershing S. “Vision Loss and Cognition in the US Population of Older Adults, JAMA Ophthalmology 135(9):963-970 (2017) DOI: 10.1001/jamaophthalmol.2017.2838 PMID: 28817745 PMCID: PMC5710542 103. Lin E, MaCurdy M, Bhattacharya J “MACRA and its Implications for Nephrology” Journal of American Society of Nephrology (2017) 28(9):2590- 2596. doi: 10.1681/ASN.2017040407 104. Sandhu AT, Heidenreich PA, Bhattacharya J, and Bundorf MK “Cardiovascular Testing and Clinical Outcomes in Emergency Department Patients with Chest Pain” JAMA Internal Medicine (2017) 177(8):1175-1182 PMID: 28654959 PMCID: PMC5710427 doi:10.1001/jamainternmed.2017.2432 105. Mooney JJ, Hedlin H, Mohabir P, Bhattacharya J, & Dhillon GS. “Racial and ethnic disparities in lung transplant listing and waitlist outcomes.” The Journal of Heart and Lung Transplantation, 37(3), 394–400. doi:10.1016/j.healun.2017.09.017 (2017) 106. Packalen M and Bhattacharya J (2017) “Neophilia Ranking of Scientific Journals” Scientometrics 110(1):43-64 PMID: 28713181 PMCID: PMC5506293 doi: 10.1007/s11192-016-2157-1 107. Garber AM, Azad TD, Dixit A, Farid M, Sung E, Vail D, Bhattacharya J “Medicare savings from conservative management of low back pain” American Journal of Managed Care 24(10):e332-e337. (2018) 108. Patel MI, Sundaram V, Desai M, Periyakoil VS, Kahn JS, Bhattacharya J, Asch SM, Milstein A, and Bundorf MK. “Effect of a Lay Health Worker Intervention on Goals-of-Care Documentation and on Health Care Use, Costs, and Satisfaction Among Patients with Cancer: A Randomized Clinical Trial.” JAMA Oncol. 4(10):1359-1366. doi: 10.1001/jamaoncol.2018.2446. (2018) 109. Erickson KF, Winkelmayer WC, Ho V, Bhattacharya J, Chertow GM "Market Competition and Health Outcomes in Hemodialysis" Health Services Research 53(5):3680-3703. doi: 10.1111/1475-6773.12835. Epub 2018 Feb 22. (2018) 110. Yu JX, Oliver M, Lin J, Chang M, Limketkai BN, Soetikno R, Bhattacharya J, Kaltenbach T. Patients Prescribed Direct-Acting Oral Anticoagulants Have Low Risk of Postpolypectomy Complications. Clinical Gastroenterology and Hepatology. https://doi.org/10.1016/J.CGH.2018.11.051 17(10 2000-2007.e3 (2018) PMID: 30503964. PMCID: PMC6541555 111. Patel CJ, Bhattacharya J, Ioannidis J, & Bendavid E. “Systematic identification of correlates of HIV infection.” AIDS, 32(7):933-943. (2018)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

112. McKenzie RB, Sanders L, Bhattacharya J, Bundorf MK “Health Care System Factors Associated with Transition Preparation in Youth with Special Health Care Needs” Population Health Management 22(1):63-73. doi: 10.1089/pop.2018.0027. Epub 2018 Jun 29 (2019) 113. Erickson KF, Winkelmayer WC, Ho V, Bhattacharya J, Chertow GM “Market Consolidation and Mortality in Patients Initiating Hemodialysis” Value in Health. 22(1):69-76. doi: 10.1016/j.jval.2018.06.008. Epub 2018 Jul 27. (2019) 114. Curto V, Einav L, Finkelstein A, Levin J, & Bhattacharya J. “Health Care Spending and Utilization in Public and Private Medicare.” American Economic Journal: Applied Economics, 11(2), 302–332. https://doi.org/10.1257/app.20170295 (2019) 115. Mooney JJ, Bhattacharya J, and Dhillon GS “Effect of Broader Geographic Sharing of Donor Lungs on Lung Transplant Waitlist Outcomes” Journal of Heart and Lung Transplantation 38(2):136-144. doi: 10.1016/j.healun.2018.09.007. Epub 2018 Sep 14. (2019) 116. Azad, T., Vail, D., Bentley, J., Han, S., Suarez, P., Varshneya, K., Mittal V, Desai M, Bhattacharya J, and Ratliff, J. “Initial Provider Specialty is Associated with Long-term Opiate Use in Patients with Newly Diagnosed Low Back and Lower Extremity Pain.” Spine 44(3):211-218. doi: 10.1097/BRS.0000000000002840. (2019) 117. Patel MI, Moore D, Bhattacharya J, Milstein A, & Coker TR “Perspectives of Health Care Payer Organizations on Cancer Care Delivery Redesign: A National Study” Journal of Oncology Practice 15:1, e46-e55 (2019) 118. Lin E, Bhattacharya J, & Chertow GM “Prior Hospitalization Burden and the Relatedness of 30-Day Readmissions in Patients Receiving Hemodialysis.” Journal of the American Society of Nephrology, 30(2), 323–335. https://doi.org/10.1681/asn.2018080858 (2019) 119. Packalen M, & Bhattacharya J. “Age and the Trying Out of New Ideas.” Journal of Human Capital, 13(2), 341–373. https://doi.org/10.1086/703160 (2019) 120. Patel MI, Ramirez D, Agajanian R, Agajanian H, Bhattacharya J, & Bundorf KM “Lay Health Worker-Led Cancer Symptom Screening Intervention and the Effect on Patient-Reported Satisfaction, Health Status, Health Care Use, and Total Costs: Results From a Tri-Part Collaboration.” Journal of Oncology Practice, https://doi.org/10.1200/JOP.19.00152 (2019) 121. Sandhu AT, Kohsaka S, Bhattacharya J, Fearon WF, Harrington RA, & Heidenreich PA. “Association Between Current and Future Annual Hospital Percutaneous Coronary Intervention Mortality Rates.” JAMA Cardiology, 1–8. https://doi.org/10.1001/jamacardio.2019.3221 (2019) 122. Patel M, Andrea N, Bhattacharya J, & Coker TR. “A Community-Partnered, Evidence-Based Approach to Improving Cancer Care Delivery for Low-Income and Minority Patients with Cancer.” Journal of Community Health, 44(5), 912– 920. https://doi.org/10.1007/s10900-019-00632-x (2019) 123. Hamad R, Templeton ZS, Schoemaker L, Zhao M, & Bhattacharya J. “Comparing Demographic and Health Characteristics of New and Existing SNAP Recipients: Application of A Machine Learning Algorithm.” The American

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Journal of Clinical Nutrition, 109(4), 1164–1172. https://doi.org/10.1093/ajcn/nqy355 (2019) 124. Erickson KF, Zhao B, Niu J, Winkelmayer WC, Bhattacharya J, Chertow GM, & Ho V. “Association of Hospitalization and Mortality Among Patients Initiating Dialysis with Hemodialysis Facility Ownership and Acquisitions.” JAMA Network Open, 2(5), e193987. https://doi.org/10.1001/jamanetworkopen.2019.3987 (2019) 125. Jena AB, Farid M, Blumenthal D, & Bhattacharya J. “Association of Residency Work Hour Reform with Long Term Quality and Costs of Care of US Physicians: Observational Study.” BMJ, 366, l4134. https://doi.org/10.1136/bmj.l4134 (2019). 126. Hamad R, Nguyen TT, Bhattacharya J, Glymour MM, & Rehkopf DH. “Educational Attainment and Cardiovascular Disease in The United States: A Quasi-Experimental Instrumental Variables Analysis.” PLoS Medicine, 16(6), e1002834. https://doi.org/10.1371/journal.pmed.1002834 (2019) 127. Yu JX, Lin JL, Oliver M, Soetikno R, Chang MS, Kwong AJ, Limketkai BN, Bhattacharya J, Kaltenbach T. Trends in EMR for Nonmalignant Colorectal Polyps in The United States. Gastrointestinal Endoscopy. https://doi.org/10.1016/j.gie.2019.08.004 (2019) 128. Kim D, Chen C, Tysinger B, Park S, Chong MZ, Wang L, Zhao M, Yean JM, Koh WP, Yoong J, Bhattacharya J, & Eggleston K. Smoking, life expectancy, and chronic disease in South Korea, Singapore, and the United States: A microsimulation model [published online ahead of print, 2019 Dec 4]. Health Econ. 2019;10.1002/hec.3978. doi:10.1002/hec.3978 129. Ryckman T, Robinson M, Pedersen C, Bhattacharya J, Bendavid E. Impact of Feed the Future initiative on nutrition in children aged less than 5 years in sub- Saharan Africa: difference-in-differences analysis. BMJ.;367:l6540. Published 2019 Dec 11. doi:10.1136/bmj.l6540 (2019) PMID: 31802569 PMCID: PMC7269831 130. Pan CK, Vail D, Bhattacharya J, Cao M, Mruthyunjaya P. (2020) The Effect of Obstructive Sleep Apnea on Absolute Risk of Central Serous Chorioretinopathy. Am J Ophthalmol. 2020 Oct;218:148-155 PMID 32574769 131. Erickson KF, Shen JI, Zhao B, Winkelmayer WC, Chertow GM, Ho V, & Bhattacharya J. Safety-Net Care for Maintenance Dialysis in the United States. J Am Soc Nephrol. 31(2):424‐433. doi:10.1681/ASN.2019040417 (2020) PMID: 31857351 PMCID: PMC7003304 132. Bonde AN, Martinussen T, Lee CJ, Lip GYH, Staerk L, Bang CN, Bhattacharya J, Gislason G, Torp-Pedersen C, Olesen JB, Hlatky MA. Rivaroxaban Versus Apixaban for Stroke Prevention in Atrial Fibrillation: An Instrumental Variable Analysis of a Nationwide Cohort. Circ Cardiovasc Qual Outcomes.13(4):e006058. doi:10.1161/CIRCOUTCOMES.119.006058 (2020) PMID: 32283966 133. Sood N, Simon P, Ebner P, Eichner D, Reynolds J, Bendavid E, & Bhattacharya J Seroprevalence of SARS-CoV-2-Specific Antibodies Among Adults in Los Angeles County, California, on April 10-11, 2020 [published online ahead of

JAY BHATTACHARYA, M.D., Ph.D. June 2021

print, 2020 May 18]. JAMA.;e208279. doi:10.1001/jama.2020.8279 (2020) PMID: 32421144 PMCID: PMC7235907 134. Packalen M, Bhattacharya J. NIH funding and the pursuit of edge science. Proc Natl Acad Sci U S A. 117(22):12011‐12016. doi:10.1073/pnas.1910160117 (2020) 135. Alobuia WM, Dalva-Baird NP, Forrester JD, Bendavid E, Bhattacharya J, Kebebew E. Racial disparities in knowledge, attitudes and practices related to COVID-19 in the USA [published online ahead of print, 2020 Jun 3]. J Public Health (Oxf). 2020;fdaa069. doi:10.1093/pubmed/fdaa069 136. Shin SH, Lillard DR, Bhattacharya J. Understanding the correlation between Alzheimer’s Disease polygenic risk, wealth, and the composition of wealth holdings. Biodemography and Social Biology (2020) Oct 28;268:113473. doi: 10.1016/j.socscimed.2020.113473 137. Curto V, Einav L, Levin J, and Bhattacharya J. Can Health Insurance Competition Work? Evidence from Medicare Advantage. Journal of Political Economy (2021) 129(2): 570-606. 138. Sandhu AT, Bhattacharya J, Lam J, Bounds S, Luo B, Moran D, Uwilingiyimana AS, Fenson D, Choradia N, Do R, Feinberg L, MaCurdy T, Nagavarapu S. Adjustment for Social Risk Factors Does Not Meaningfully Affect Performance On Medicare's MIPS Clinician Cost Measures. Health Aff (Millwood). 2020 Sep;39(9):1495-1503. doi: 10.1377/hlthaff.2020.00440. PMID: 32897780. 139. Kasajima M, Hashimoto H, Suen SC, Chen B, Jalal H, Eggleston K, Bhattacharya J. Future projection of the health and functional status of older people in Japan: A multistate transition microsimulation model with repeated cross- sectional data. Health Econ. 2020 Jul 14. doi: 10.1002/hec.3986. Epub ahead of print. PMID: 32662080. 140. Lin E, Chertow GM, Bhattacharya J, Lakdawalla D. Early Delays in Insurance Coverage and Long-term Use of Home-based Peritoneal Dialysis. Med Care. 2020 Jul;58(7):632-642. doi: 10.1097/MLR.0000000000001350. PMID: 32520837; PMCID: PMC7295012. 141. Peirlinck M, Linka K, Costabal FS, Bhattacharya J, Bendavid E, Ioannidis J, Kuhl E (2020), “Visualizing the Invisible: The Effect of Asymptotic Transmission on the Outbreak Dynamics of COVID-19” Computer Methods in Applied Mechanics and Engineering. 372: 1 Dec. 2020, 113410. https://doi.org/10.1016/j.cma.2020.113410. 142. Azad, T. D., Zhang, Y., Stienen, M. N., Vail, D., Bentley, J. P., Ho, A. L., Fatemi, P., Herrick, D., Kim, L. H., Feng, A., Varshneya, K., Jin, M., Veeravagu, A., Bhattacharya, J., Desai, M., Lembke, A., & Ratliff, J. K. (2020). Patterns of Opioid and Benzodiazepine Use in Opioid-Naïve Patients with Newly Diagnosed Low Back and Lower Extremity Pain. Journal of General Internal Medicine, 35(1), 291–297. https://doi.org/10.1007/s11606-019-05549-8 143. Bendavid E, Oh C, Bhattacharya J, Ioannidis J (2020) “Assessing Mandatory Stay‐at‐Home and Business Closure Effects on the Spread of COVID‐19” European Journal of Clinical Investigation. 5 January 2020. doi:10.1111/eci.13484

JAY BHATTACHARYA, M.D., Ph.D. June 2021

144. Zhang J, Chen Y, Einav L, Levin J, Bhattacharya J. Consolidation of primary care physicians and its impact on healthcare utilization. Health Econ. 2021 Mar 25. doi: 10.1002/hec.4257. Epub ahead of print. PMID: 33764640. 145. Lin JL, Rigdon J, Van Haren K, Buu M, Saynina O, Bhattacharya J, Owens DK, Sanders LM. Gastrostomy Tubes Placed in Children With Neurologic Impairment: Associated Morbidity and Mortality. J Child Neurol. 2021 Mar 22:8830738211000179. doi: 10.1177/08830738211000179. Epub ahead of print. PMID: 33750232. 146. Lin E, Chertow GM, Bhattacharya J, Lakdawalla D. Early Delays in Insurance Coverage and Long-term Use of Home-based Peritoneal Dialysis. Med Care. 2020 Jul;58(7):632-642. doi: 10.1097/MLR.0000000000001350. PMID: 32520837; PMCID: PMC7295012. 147. Alsan M, Atella V, Bhattacharya J, Conti V, Mejia I, Miller G. (2021) Technological Progress and Health Convergence: The Case of Penicillin in Postwar Italy. Demography. (Forthcoming, August 2021). 148. Bendavid E, Mulaney B, Sood N, Shah S, Bromley-Dulfano R, Lai C, Weissberg Z, Saavedra-Walker R, Tedrow J, Bogan A, Kupiec T, Eichner D, Gupta R, Ioannidis JPA, Bhattacharya J. COVID-19 antibody seroprevalence in Santa Clara County, California. Int J Epidemiol. 2021 Feb 22:dyab010. doi: 10.1093/ije/dyab010. Epub ahead of print. PMID: 33615345; PMCID: PMC7928865. 149. Park, W. G., Sandhu, A., MaCurdy, T., Choradia, N., Schmitt, C., Koscheski, C., Lam, J., Bounds, S., Do, R., Feinberg, L., Vail, D., Nagavarapu, S., & Bhattacharya, J. (2021). Development of a Cost Measure for Screening/Surveillance Colonoscopy for the Merit-Based Incentive Payment System. Gastroenterology. https://doi.org/10.1053/j.gastro.2021.03.040 150. Sandhu, A. T., Do, R., Lam, J., Blankenship, J., Van Decker, W., Rich, J., Gonzalez, O., Wu, X., Pershing, S., Lin, E., MaCurdy, T. E., Bhattacharya, J., & Nagavarapu, S. (2021). Development of the Elective Outpatient Percutaneous Coronary Intervention Episode–Based Cost Measure. Circulation: Cardiovascular Quality and Outcomes, 14(3), 6461. https://doi.org/10.1161/circoutcomes.119.006461 151. Duseja R, Andress J, Sandhu AT, Bhattacharya J, Lam J, Nagavarapu S, Nilasena D, Choradia N, Do R, Feinberg L, Bounds S, Leoung J, Luo B, Swygard A, Uwilingiyimana A, MaCurdy T. (2021) Development of Episode-Based Cost Measures for the US Medicare Merit-based Incentive Payment System. JAMA Health Forum. 2021;2(5):e210451. doi:10.1001/jamahealthforum.2021.0451 152. Tisdale RL, Ma I, Vail D, Bhattacharya J, Goldhaber-Fiebert J, Heidenreich PA, Sandhu A. (2021) Availability of Cost-effectiveness Studies for Drugs With High Medicare Part D Expenditures. JAMA Netw Open. 2021;4(6):e2113969. doi:10.1001/jamanetworkopen.2021.13969

NON-PEER-REVIEWED WORK (63 total)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

1. Bhattacharya J, Garber AM, MaCurdy T. Cause-Specific Mortality among Medicare Enrollees. National Bureau of Economic Research Working Paper Series. 1996;No. 5409. 2. Bhattacharya J, Currie J. “Youths at Nutritional Risk : Malnourished or Misnourished?” National Bureau of Economic Research Working Paper Series. 2000;No. 7686(7686):483–522. 3. Bhattacharya J, Lakdawalla D. Does Medicare Benefit the Poor? New Answers to an Old Question. National Bureau of Economic Research Working Paper Series. 2002;No. 9280. 4. Bhattacharya J. “Coinsurance, Cost Sharing, and the Demand Managed Behavioral Health Services” Frontlines: Linking Alcohol Services Research & Practice, June (2003). 5. Bhattacharya J, Lakdawalla D. Time-Inconsistency and Welfare. National Bureau of Economic Research Working Paper Series. 2004;No. 10345. 6. Sood N, Alpert A, Bhattacharya J. Technology, Monopoly and the Decline of the Viatical Settlements Industry. National Bureau of Economic Research Working Paper Series. 2005;No. 11164(March). 7. Bhattacharya J, Vogt WB. Employment and Adverse Selection in Health Insurance. National Bureau of Economic Research Working Paper Series. 2006;No. 12430(August). 8. Bhattacharya J. “Dollars to Doughnuts” Hoover Digest 3 (2007). 9. Bhattacharya J, Vogt WB. Do Instrumental Variables Belong in Propensity Scores? National Bureau of Economic Research, Inc, NBER Technical Working Papers: 0343; 2007;No. 343. 10. Bhattacharya J, Packalen M. Is Medicine an Ivory Tower? Induced Innovation, Technological Opportunity, and For-Profit vs. Non-Profit Innovation. National Bureau of Economic Research Working Paper Series. 2008;No. 13862. 11. Atella V, Bhattacharya J, Carbonari L. Pharmaceutical Industry, Drug Quality and Regulation: Evidence from US and Italy. National Bureau of Economic Research Working Paper Series. 2008. 12. Yoo B-K, Kasajima M, Bhattacharya J. Public Avoidance and the Epidemiology of novel H1N1 Influenza A. National Bureau of Economic Research Working Paper Series. 2010;15752:1–39. 13. Aranovich G, Bhattacharya J, Garber A, MaCurdy T, “Coping with Chronic Disease? Chronic Disease and Disability in Elderly American Population 1982- 1999,” NBER Working Paper #14811 (2009) 14. Jena AB, Schoemaker L, Bhattacharya J, Seabury SA. “Authors' reply to Barbieri and Kovarik, Mariani, and Waxman and Kanzaria.” BMJ. 351:h6774. doi: 10.1136/bmj.h6774. (2015) PMID: 26668033 15. Gidwani R, Bhattacharya J. “CMS Reimbursement Reform: Authors’ Reply.” J Gen Intern Med. 2015 30(11):1588. doi: 10.1007/s11606-015-3465-5. PMID: 26179821

JAY BHATTACHARYA, M.D., Ph.D. June 2021

16. Bhattacharya J. “A way out of the dismal arithmetic of hepatitis C treatment.” Am J Manag Care. (6 Spec No.):SP183-4. (2016) PMID: 27266945 17. Liu V, Fielding-Singh V, Iwashyna TJ, Bhattacharya J, Escobar G. “Reply to the Timing of Early Antibiotics and Hospital Mortality in Sepsis - Playing Devil's Advocate. Am J Respir Crit Care Med. doi: 10.1164/rccm.201704-0774LE. (2017) PMID: 28485627 18. L Flowers, A Houser, C Noel-Miller, J Shaw, J Bhattacharya (2017) “Medicare spends more on socially isolated older adults.” AARP Insight on the Issues 125, 1119-1143. 19. Bhattacharya J and Packalen M (2020) Stagnation and Scientific Incentives. National Bureau of Economic Research Working Paper #26752. https://www.nber.org/papers/w26752 20. Bendavid E and Bhattacharya J “Is the Coronavirus as Deadly as They Say?” Wall Street Journal, March 24, 2020. 21. Bendavid, E., Mulaney, B., Sood, N., Shah, S., Ling, E., Bromley-Dulfano, R., Lai, C., Weissberg, Z., Saavedra, R., Tedrow, J., Tversky, D., Bogan, A., Kupiec, T., Eichner, D., Gupta, R., Ioannidis, J., & Bhattacharya, J. (2020). COVID-19 Antibody Seroprevalence in Santa Clara County, California. medRxiv, 2020.04.14.20062463. https://doi.org/10.1101/2020.04.14.20062463 22. Bhattacharya J and Packalen M “Lives vs. Lives: The Global Cost of Lockdown” Spectator, May 13, 2020 23. Bhattacharya J and Packalen M “Focused COVID-19 Restrictions Will Save Lives in Poor Countries”, Financial Post, July 3, 2020. 24. Bhattacharya J and Agarwal S. “Lift lockdowns, protect the vulnerable, treat Covid like a health issue and not a disaster” The Print. July 24, 2020 25. Fronsdal TL, Bhattacharya J, Tamang S. (2020) Variation in Health Care Prices Across Public and Private Payers. National Bureau of Economic Research Working Paper #27490. https://www.nber.org/papers/w27490 26. Bhattacharya J and Kulldorff M. “The Case Against Covid Tests for the Young and Healthy” Wall Street Journal, Sept. 3, 2020 27. Bhattacharya J, Packalen M. On the Futility of Contact Tracing. Inference 5(3) September (2020) https://inference-review.com/article/on-the-futility-of- contact-tracing 28. Bhattacharya J and Packalen M. Contact Tracing is Far from Futile: A Reply. Inference 6(1) May (2021) https://inference-review.com/letter/contact- tracing-is-far-from-futile 29. Bhattacharya J. A Sensible and Compassionate Anti-COVID Strategy. Imprimis 49(10). October 2020. https://imprimis.hillsdale.edu/sensible-compassionate- anti-covid-strategy/ 30. Kulldorff M, Gupta S, and Bhattacharya J. Great Barrington Declaration. Oct. 4, 2020. 31. Kulldorff M, Gupta S, and Bhattacharya J. “Lockdowns do More Harm than Good” New York Post. October 6, 2020. 32. Bhattacharya J. “Ask Me Anything – Dr. Jay Bhattacharya.” r/LockdownSkepticism. Reddit. October 17, 2020

JAY BHATTACHARYA, M.D., Ph.D. June 2021

33. Bhattacharya J. “It is genuinely possible to shield the vulnerable from Covid, while the rest of us go back to normal” The Telegraph. October 20, 2020 34. Kulldorff M, Gupta S, and Bhattacharya J “Our COVID-19 plan would minimize mortality and lockdown-induced collateral damage” USA Today, Oct. 22, 2020. 35. Bhattacharya J “It’s Time for an Alternative to Lockdown” Spectator, Oct. 29, 2020. 36. Kulldorff M, Gupta S, and Bhattacharya J “We Should Focus on Protecting the Vulnerable from COVID Infection” Newsweek, Oct. 30, 2020. 37. Kulldorff M and Bhattacharya J. “Lockdown Isn’t Working” Spectator, Nov. 2, 2020. 38. Kulldorff M, Gupta S, and Bhattacharya J. Focused Protection: The Middle Ground between Lockdowns and “Let it Rip”. Great Barrington Declaration, Nov. 25, 2020. 39. Bhattacharya J and Makridis C “Facts – not fear – will stop the pandemic” The Hill, Dec. 3, 2020. 40. Bhattacharya J and Gupta S. “How to End the Lockdowns Next Month” Wall Street Journal, Dec. 17, 2020. 41. Agarwal S and Bhattacharya J. “Majority Indians have natural immunity. Vaccinating entire population can cause great harm” The Print. January 11, 2021 42. Nicholson T and Bhattacharya J. “Appropriate Use of PCR Needed for a Focused Response to the Pandemic” The Hill. January 29, 2021. 43. Bhattacharya J and Kulldorff M. “Facebook is Silencing Debate on Lockdown.” Spiked Online. February 15, 2021. 44. Bhattacharya J and Kulldorff M. “California’s Failed Response to Covid” Eureka. March 12, 2021 45. Kulldorff M and Bhattacharya J. “One of the Lockdowns’ Greatest Casualties Could be Science.” The Federalist. March 18, 2021 46. Bhattacharya J and Kulldorff M. “Vaccine Passports Prolong Lockdowns” Wall Street Journal. April 6, 2021. 47. Bhattacharya J. “Masks for Children, Muzzles for Covid-19 News.” Wall Street Journal. April 13, 2021. 48. Bhattacharya J and Kulldorff M. “Lockdown proponents can’t escape the blame for the biggest public health fiasco in history” The Telegraph. April 24, 2021 49. Bhattacharya J and Licon JA. “The High Costs of Lockdowns: An Interview with Dr. Bhattacharya” Eudaimonia Junction. April 26, 2021. 50. Bhattacharya J. “Editor’s Note: Public Health Loses its Innocence.” Collateral Global. May 4, 2021. 51. Bhattacharya J. “How the West Can Help India” Spectator. May 6, 2021 52. Bhattacharya J and Giubilini A. “Immunity Passports: A Debate Between Jay Bhattacharya and Alberto Giubilini” Lockdown Sceptics. May 7, 2021. 53. Bhattacharya J. “Editor’s Note: Children Are A Casualty of Lockdown.” Collateral Global. May 11, 2021. 54. Kopinska JA, Atella V, Bhattacharya J, Miller G (2021) The Changing Relationship between Bodyweight and Longevity in High- and Low- Income Countries.

JAY BHATTACHARYA, M.D., Ph.D. June 2021

National Bureau of Economic Research Working Paper #28813. https://www.nber.org/papers/w28813 55. Toubat O, Berg AH, Sobhani K, Mulligan K, Hori AM, Bhattacharya J, Sood N (2021) Manufacturer Signal-to-Cutoff Threshold Underestimates Cumulative Incidence of SARS-CoV-2 Infection: Evidence from the Los Angeles Firefighters Study. medRxiv. doi: https://doi.org/10.1101/2021.04.20.21255829. 56. Bendavid E, Oh C, Bhattacharya J, Ioannidis JPA. Response to Letters Re: 'Assessing mandatory stay- At- Home and business closure effects on the spread of COVID- 19'. European Journal of Clinical Investigation. 2021 Mar:e13553. DOI: 10.1111/eci.13553. 57. Bhattacharya J. “What Does Lockdown and Focused Protection Mean in Nursing Homes?” Collateral Global. May 18, 2021. 58. Bhattacharya J. “Cancer and Lockdown” Collateral Global. May 25, 2021. 59. Kulldorff M and Bhattacharya J “It's mad that 'herd immunity' was ever a taboo phrase” The Telegraph, May 27, 2021 60. Bhattacharya J, Gupta S, Kulldorff M, “The Beauty of Vaccines and Natural Immunity” Smerconish. June 4, 2021 61. Bhattacharya J “Stanford professor challenges SJ Merc’s “Coronavirus Lessons Learned” assertions” Opportunity Now. June 4, 2021 62. Bhattacharya J “On the Catastrophic Misapplication of the Precautionary Principle” Collateral Global. June 14, 2021 63. Kulldorff M and Bhattacharya J “The Ill-Advised Push to Vaccinate the Young” The Hill, June 17, 2021

BOOKS AND REPORTS (8 total) 1. Yoshikawa A, Bhattacharya J, Vogt WB eds. Health Economics of Japan: Patients, Doctors, and Hospitals Under a Universal Health Insurance System, Tokyo: University of Tokyo Press, (1996). 2. Goldman DP, Hurd M, Shekelle PG, Newberry SJ, Panis CWA, Shang B, Bhattacharya J, Joyce GF, Lakdawalla D. Health Status and Medical Treatment of the Future Elderly: Final Report, TR-169-CMS, Santa Monica, CA: RAND (2004). 3. Bhattacharya J, Currie J, Haider SJ, Variyam J. Evaluating the Impact of School Nutrition Programs: Final Report. E-FAN-04-008, Washington D.C.: Economic Research Service, USDA (2004). 4. Bhattacharya J, Hyde T, Tu P. Health Economics, London: Palgrave-MacMillan, (2013). 5. MaCurdy T, Bhattacharya J, Perlroth D, Shafrin J, Au-Yeung A, Bashour H, Chicklis C, Cronen K, Lipton B, Saneinejad S, Shrestha E, Zaidi S. Geographic Variation in Spending, Utilization, and Quality: Medicare and Medicaid Beneficiaries. Acumen Report to the Institute of Medicine Committee Study of Geographic Variation in Health Care Spending and Promotion of High-Value Health Care, Washington, DC: Institute of Medicine (2013)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

6. MaCurdy T, Bhattacharya J, Shafrin J, Chicklis C, Cronen K, Friley J, Lipton B, Rogers D, Zaidi S. IOM Study of Geographic Variation: Growth Analysis. Acumen Report to the Institute of Medicine Committee Study of Geographic Variation in Health Care Spending and Promotion of High-Value Health Care, Washington, DC: Institute of Medicine (2013) 7. Bhattacharya J, Chandra A, Chernew M, Goldman D, Jena A, Lakdawalla D, Malani A, Philipson T. Best of Both Worlds: Uniting Universal Coverage and Personal Choice in Health Care, American Enterprise Institute (AEI) White Paper, Washington DC: AEI Press (2013) 8. Bhattacharya J, Vail D, Moore D, Vogt W, Choradia N, Do R, Erickson K, Feinberg L, Isara F, Lin E, Narayanan V, Vaikath M, MaCurdy T. Medicare Current State and Future Trends Environment Scan. Center for Medicare and Medicaid Services (CMS) White Paper (2019)

BOOK CHAPTERS (15 total) 1. Bhattacharya J, Garber AM, MaCurdy T. "Cause-Specific Mortality Among Medicare Enrollees," in Inquires in the Economics of Aging, D Wise (ed.), Chicago, IL: University of Chicago Press. (1997). 2. MaCurdy T, Nechyba T, Bhattacharya J. "Ch. 2: An Economic Model of the Fiscal Impacts of Immigration," The Immigration Debate: Studies on the Economic, Demographic, and Fiscal Effects of Immigration, J Smith (ed.), National Academy of Sciences Commission on Behavioral and Social Sciences and Education: Washington D.C., (1998). 3. Bhattacharya J, Currie J. “Youths and Nutritional Risk: Malnourished or Misnourished?” in Risky Behavior Among Youths, J Gruber (ed.), (2001). 4. Yoshikawa A. and Bhattacharya J. “Japanese Health Care” in World Health Systems: Challenges and Perspectives, Bruce Fried and Laura M. Gaydos (eds.), Chicago, IL: Health Administration Press (2002). 5. Bhattacharya J, Cutler D, Goldman DP, Hurd MD, Joyce GF, Lakdawalla DN, Panis CWA, and Shang B, “Disability Forecasts and Future Medicare Costs” Frontiers in Health Policy Research, Vol. 6, Alan Garber and David Cutler (eds.) Boston, MA: MIT Press (2003). 6. Bhattacharya J, Choudhry K, and Lakdawalla D. (2007) "Chronic Disease and Trends in Severe Disability in Working Age Populations" Proceedings from the Institute of Medicine workshop, 'Disability in America: An Update,' Institute of Medicine: Washington, D.C. 7. Bhattacharya J, Garber AM, MaCurdy T. “Trends in Prescription Drug Use by the Disabled Elderly” in Developments in the Economics of Aging, D. Wise (ed), Chicago, IL, University of Chicago Press (2009). 8. Bhattacharya J and Richmond P “On Work and Health Among the American Poor” in Pathways to Self-Sufficiency: Getting Ahead in an Era Beyond Welfare

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Reform John Karl Scholz and Carolyn Heinrich (eds), New York, NY, Russell Sage Foundation (2009). 9. Bhattacharya J, Garber A, MaCurdy T “The Narrowing Dispersion of Medicare Expenditures 1997-2005” in Research Findings in the Economics of Aging, D. Wise (ed.), Chicago, IL, University of Chicago Press (2010) 10. Bhattacharya J, Bundorf MK, Pace N, and Sood N “Does Health Insurance Make You Fat?” in Economic Aspects of Obesity Michael Grossman and Naci Mocan (eds.), Chicago, IL, University of Chicago Press (2010) 11. Bhattacharya J, Garber A, Miller M, and Perlroth D “The Value of Progress against Cancer in the Elderly” Investigations in the Economics of Aging, David Wise (ed), Chicago, IL, University of Chicago Press (2012) 12. Yoshikawa A. and Bhattacharya J. “Japanese Health Care” in World Health Systems: Challenges and Perspectives, 2nd edition, Bruce Fried and Laura M. Gaydos (eds.), Chicago, IL: Health Administration Press (2012). 13. Hanson, J., Chandra, A., Moss, E., Bhattacharya, J. Wolfe, B., Pollak, S.D.. Brain Development and Poverty: Preliminary Findings. In Biological Consequences of Socioeconomic Inequalities. B. Wolfe, T. Seeman, and W. Evans (Eds). NY: Sage. (2012) 14. Bhattacharya J “The Diffusion of New Medical Technologies: The Case of Drug- Eluting Stents (A Discussion of Chandra, Malenka, and Skinner)” In Explorations in the Economics of Aging, David Wise (ed.), Chicago, IL, University of Chicago Press (2014). 15. MaCurdy T and Bhattacharya J “Challenges in Controlling Medicare Spending: Treating Highly Complex Patients” in Insights in the Economics of Aging, David Wise (ed.) Chicago, IL, University of Chicago Press (2015).

ABSTRACTS (3) 1. Su CK and Bhattacharya J. Longitudinal Hospitalization Costs and Outcomes in the Treatment of the Medicare Breast Cancer Patient. International Journal of Radiation Oncology Biology Physics (1996); 36(S1): 282. [abstract] 2. Nguyen C, Hernandez-Boussard T., Davies S, Bhattacharya J, Khosla R, Curtin C. Cleft Palate Surgery: Variables of Quality and Patient Safety. Presented at the 69th Annual American Cleft-Palate Craniofacial Association (2012). [abstract] 3. Patel MI, Ramirez D, Agajanian R, Bhattacharya J, Milstein A, Bundorf MK. "The effect of a lay health worker-led symptom assessment intervention for patients on patient-reported outcomes, healthcare use, and total costs.” Journal of Clinical Oncology 36(15 Suppl):6502 [abstract]

D. PUBLIC AND PROFESSIONAL SERVICE: JOURNAL EDITING

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Journal of Human Capital, Associate Editor (2015-present) American Journal of Managed Care, Guest Editor (2016) Journal of Human Resources, Associate Editor (2011-13) Forum for Health Economics & Policy, Editorial Board Member (2001-2012) Economics Bulletin, Associate Editor (2004-2009)

SERVICE ON SCIENTIFIC REVIEW AND ADVISORY COMMITTEES (Selected) • Standing member of the Health Services Organization and Delivery (HSOD) NIH review panel, 2012-2016 • NIH reviewer (various panels, too numerous to list) 2003-present • NIH Review Panel Chair: 2018 (P01 review), 2020 (DP1 review). • Invited Reviewer for the European Research Council, ERC Advanced Grant 2015 RFP • NIH Stage 2 Challenge Grant Review Panel, July 2009 • Appointed a member of an Institute of Medicine (IOM) panel on the regulation of work hours by resident physicians, 2007-8. • Standing member of the NIH Social Science and Population Studies Review Panel, Fall 2004-Fall 2008 • Invited Reviewer for National Academy of Sciences report on Food Insecurity and Hunger, November 2005. • Invited Reviewer for the National Academy of Sciences report on the Nutrition Data Infrastructure, December 2004 • Invited Reviewer for the National Institute on Health (NIH) Health Services Organization and Delivery Review Panel, June 2004, Alexandria, VA. • Invited Reviewer for the Food Assistance and Nutrition Research Program US Department of Agriculture Economic Research Service Research Proposal Review Panel, June 2004, Stanford, CA. • Invited Reviewer for the National Institute on Health (NIH) Social Science and Population Studies Review Panel, February 2004, Alexandria, VA. • Invited Reviewer for the National Institute on Health (NIH) Social Sciences and Population Studies Review Panel, November 2003, Bethesda, MD. • Invited Reviewer for the National Institute on Health (NIH) Social Science, Nursing, Epidemiology, and Methods (3) Review Panel, June 2003, Bethesda, MD. • Invited Reviewer for the Food Assistance and Nutrition Research Program US Department of Agriculture Economic Research Service Research Proposal Review Panel, August 2002. • Research Advisory Panel on Canadian Disability Measurement, Canadian Human Resources Development Applied Research Branch, June 2001 in Ottowa, Canada. • Invited Reviewer for the National Institute of Occupational Safety and Health R18 Demonstration Project Grants Review panel in July 2000, Washington D.C. • Research Advisory Panel on Japanese Health Policy Research. May 1997 at the Center for Global Partnership, New York, NY.

TESTIMONY TO GOVERNMENTAL PANELS AND AGENCIES (9)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

• US Senate Dec. 2020 hearing of the Subcommittee on Homeland Security and Governmental Affairs. Testimony provided on COVID-19 mortality risk, collateral harms from lockdown policies, and the incentives of private corporations and the government to invest in research on low-cost treatments for COVID-19 disease • “Roundtable on Safe Reopening of Florida” led by Florida Gov. Ron DeSantis. September 2020. • “Evaluation of the Safety and Efficacy of COVID-19 Vaccine Candidates” July 2020 hearing of the House Oversight Briefing to the Economic and Consumer Policy Subcommittee. • US Senate May 2020 virtual roundtable. Safely Restarting Youth Baseball and Softball Leagues, invited testimony • “Population Aging and Financing Long Term Care in Japan” March 2013 seminar at the Japanese Ministry of Health. • “Implementing the ACA in California” March 2011 testimony to California Legislature Select Committee on Health Care Costs. • “Designing an Optimal Data Infrastructure for Nutrition Research” June 2004 testimony to the National Academy of Sciences commission on “Enhancing the Data Infrastructure in Support of Food and Nutrition Programs, Research, and Decision Making,” Washington D.C. • “Measuring the Effect of Overtime Reform” October 1998 testimony to the California Assembly Select Committee on the Middle Class, Los Angeles, CA. • "Switching to Weekly Overtime in California." April 1997 testimony to the California Industrial Welfare Commission, Los Angeles, CA.

REFEREE FOR RESEARCH JOURNALS American Economic Review; American Journal of Health Promotion; American Journal of Managed Care; Education Next; Health Economics Letters; Health Services Research; Health Services and Outcomes Research Methodology; Industrial and Labor Relations Review; Journal of Agricultural Economics; Journal of the American Medical Association; Journal of Health Economics; Journal of Health Policy, Politics, and Law; Journal of Human Resources; Journal of Political Economy; Labour Economics; Medical Care; Medical Decision Making; Review of Economics and Statistics; Scandinavian Journal of Economics; Social Science and Medicine; Forum for Health Economics and Policy; Pediatrics; British Medical Journal

Trainee Current Position Peter Groeneveld, MD, MS Associate Professor of Medicine, University of Pennsylvania Jessica Haberer, MD, MS Assistant Professor of Medicine, Harvard Medical School Melinda Henne, MD, MS Director of Health Services Research, Bethesda Naval Hospital Byung-Kwang Yoo, MD, PhD Associate Professor, Public Health, UC Davis Hau Liu, MD, MS, MBA Chief Medical Officer at Shanghai United Family Hospital Eran Bendavid, MD, MS Assistant Professor, General Medicine Disciplines, Stanford University Kaleb Michaud, MS, PhD Associate Professor of Medicine, Rheumatology and Immunology, University of Nebraska Medical Center Kanaka Shetty, MD Natural Scientist, RAND Corporation Christine Pal Chee, PhD Associate Director of the Health Economics Resource Center, Palo Alto VA Matthew Miller, MD VP Clinical Strategy and Head of Innovation, Landmark Health

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Vincent Liu, MD Research Scientist, Kaiser Permanente Northern California Division of Research Daniella Perlroth, MD Chief Data Scientist, Lyra Health Crystal Smith-Spangler, MD Internist, Palo Alto Medical Foundation Barrett Levesque, MD MS Assistant Professor of Clinical Medicine, UC San Diego Health System Torrey Simons, MD Clinical Instructor, Department of Medicine, Stanford University Nayer Khazeni, MD Assistant Professor of Medicine (Pulmonary and Critical Care Medicine), Stanford University Monica Bhargava, MD MS Assistant Clinical Professor, UCSF School of Medicineilan Dhruv Kazi, MD Assistant Professor, UCSF School of Medicine Zach Kastenberg, MD Resident, Department of Surgery, Stanford University Kit Delgado, MD Assistant Professor, Department of Emergency Medicine and Faculty Fellow, University of Pennsylvania Suzann Pershing, MD Chief of Ophtalmology for the VA Palo Alto Health Care System KT Park, MD Assistant Professor, Department of Medicine, Stanford University Jeremy Goldhaber-Fiebert, PhD Associate Professor, Department of Medicine, Stanford University Sanjay Basu, MD Assistant Professor, Department of Medicine, Stanford University Marcella Alsan, MD, PhD Assistant Professor, Department of Medicine (CHP/PCOR), Stanford Univ. David Chan, MD, PhD Assistant Professor, Department of Medicine (CHP/PCOR), Stanford Univ. Karen Eggleston, PhD Senior Fellow, Freeman Spogli Institute, Stanford University Kevin Erickson, MD Assistant Professor, Department of Nephrology, Baylor College of Medicine Ilana Richman, MD VA Fellow at CHP/PCOR, Stanford University Alexander Sandhu, MD VA Fellow at CHP/PCOR, Stanford University Michael Hurley Medical Student, Stanford University Manali Patel, MD Instructor, Department of Medicine (Oncology), Stanford University Dan Austin, MD Resident Physician, Department of Anesthesia, UCSF School of Medicine Anna Luan, MD Resident Physician, Department of Medicine, Stanford University Louse Wang Medical Student, Stanford University Christine Nguyen, MD Resident Physician, Department of Medicine, Harvard Medical School Josh Mooney, MD Instructor, Department of Medicine (Pulmonary and Critical Care Medicine), Stanford University Eugene Lin, MD Fellow, Department of Medicine (Nephrology), Stanford University Eric Sun, MD Assistant Professor, Department of Anesthesia, Stanford University Sejal Hathi Medical Student, Stanford University Ibrahim Hakim Medical Student, Stanford University Archana Nair Medical Student, Stanford University Trishna Narula Medical Student, Stanford University Daniel Vail Medical Student, Stanford University Tej Azad Medical Student, Stanford University Jessica Yu, MD Fellow, Department of Medicine (Gastroenterology), Stanford University Daniel Vail Medical Student, Stanford University Alex Sandhu, MD Fellow, Department of Medicine (Cardiology), Stanford University Matthew Muffly, MD Clinical Assistant Professor, Dept. of Anesthesia, Stanford University

Dissertation Committee Memberships Ron Borzekowski Ph.D. in Economics Stanford University 2002 Jason Brown Ph.D. in Economics Stanford University 2002 Dana Rapaport Ph.D. in Economics Stanford University 2003 Ed Johnson Ph.D. in Economics Stanford University 2003 Joanna Campbell Ph.D. in Economics Stanford University 2003 Neeraj Sood* Ph.D. in Public Policy RAND Graduate School 2003 James Pearce Ph.D. in Economics Stanford University 2004 Mikko Packalen Ph.D. in Economics Stanford University 2005 Kaleb Michaud* Ph.D. in Physics Stanford University 2006 Kyna Fong Ph.D. in Economics Stanford University 2007

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Natalie Chun Ph.D. in Economics Stanford University 2008 Sriniketh Nagavarapu Ph.D in Economics Stanford University 2008 Sean Young Ph.D. in Psychology Stanford University 2008 Andrew Jaciw Ph.D. in Education Stanford University 2010 Chirag Patel Ph.D. in Bioinformatics Stanford University 2010 Raphael Godefroy Ph.D. in Economics Stanford University 2010 Neal Mahoney Ph.D. in Economics Stanford University 2011 Alex Wong Ph.D. in Economics Stanford University 2012 Kelvin Tan Ph.D. in Management Science Stanford University 2012 Animesh Mukherjee Masters in Liberal Arts Program Stanford University 2012 Jeanne Hurley Masters in Liberal Arts Program Stanford University 2012 Patricia Foo Ph.D. in Economics Stanford University 2013 Michael Dworsky Ph.D. in Economics Stanford University 2013 Allison Holliday King Masters in Liberal Arts Program Stanford University 2013 Vilsa Curto Ph.D. in Economics Stanford University 2015 Rita Hamad Ph.D. in Epidemiology Stanford University 2016 Atul Gupta Ph.D. in Economics Stanford University 2017 Yiwei Chen Ph.D. in Economics Stanford University 2019 Yiqun Chen Ph.D. in Health Policy Stanford University 2020 Min Kim Ph.D. in Economics Iowa State Univ. 2021 Bryan Tysinger Ph.D. in Public Policy RAND Graduate School 2021

E. GRANTS AND PATENTS PATENT (2) 1. “Environmental Biomarkers for the Diagnosis and Prognosis for Type 2 Diabetes Mellitus” with Atul Butte and Chirag Patel (2011), US Patent (pending). 2. “Health Cost and Flexible Spending Account Calculator” with Schoenbaum M, Spranca M, and Sood N (2008), U.S. Patent No. 7,426,474.

GRANTS AND SUBCONTRACTS (42)

CURRENT (6)

2019-2020 Funder: Acumen, LLC. Title: Quality Reporting Program Support for the Long-Term Care Hospital, Inpatient Rehabilitation Facility, Skilled Nursing Facility QRPs and Nursing Home Compare Role: PI 2018-2020 Funder: Acumen, LLC. Title: Surveillance Activities of Biologics Role: PI 2018-2020 Funder: France-Stanford Center for Interdisciplinary Studies Title: A Nutritional Account of Global Trade: Determinants and Health Implications Role: PI 2017-2023 Funder: National Institutes of Health

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Title: The Epidemiology and Economics of Chronic Back Pain Role: Investigator (PI: Sun) 2017-2021 Funder: National Institutes of Health Title: Big Data Analysis of HIV Risk and Epidemiology in Sub-Saharan Africa Role: Investigator (PI: Bendavid) 2016-2020 Funder: Acumen, LLC. Title: MACRA Episode Groups and Resource Use Measures II Role: PI

PREVIOUS (36)

2016-2018 Funder: University of Kentucky Title: Food acquisition and health outcomes among new SNAP recipients since the Great Recession Role: PI 2015-2019 Funder: Alfred P. Sloan Foundation Title: Public versus Private Provision of Health Insurance Role: PI 2015-2019 Funder: Natural Science Foundation Title: Health Insurance Competition and Healthcare Costs Role: Investigator (PI: Levin) 2014-2015 Funder: The Centers for Medicare and Medicaid Services Title: Effect of Social Isolation and Loneliness on Healthcare Utilization Role: PI 2014-2015 Funder: AARP Title: The Effect of Social Isolation and Loneliness on Healthcare Utilization and Spending among Medicare Beneficiaries Role: PI 2013-2019 Funder: National Bureau of Economic Research Title: Innovations in an Aging Society Role: PI 2013-2014 Funder: Robert Wood Johnson Foundation Title: Improving Health eating among Children through Changes in Supplemental Nutrition Assistance Program (SNAP) Role: Investigator (PI: Basu) 2011-2016 Funder: National Institutes of Health (R37) Title: Estimating the Potential Medicare Savings from Comparative Effectiveness Research Role: PI Subaward (PI: Garber) 2011-2016 Funder: National Institute of Aging (P01) Title: Improving Health and Health Care for Minority and Aging Populations Role: PI Subcontract (PI: Wise)

JAY BHATTACHARYA, M.D., Ph.D. June 2021

2010-2018 Funder: National Institutes of Health Title: Clinic, Family & Community Collaboration to Treat Overweight and Obese Children Role: Investigator (PI: Robinson) 2010-2014 Funder: Agency for Health, Research and Quality (R01) Title: The Effects of Private Health Insurance in Publicly Funded Programs Role: Investigator (PI: Bundorf) 2010-2013 Funder: Agency for Healthcare Research and Quality Title: G-code" Reimbursement and Outcomes in Hemodialysis Role: Investigator (PI: Erickson) 2010-2013 Funder: University of Southern California Title: The California Medicare Research and Policy Center Role: PI 2010-2012 Funder: University of Georgia Title: Natural Experiments and RCT Generalizability: The Woman's Health Initiative Role: PI 2010-2011 Funder: National Bureau of Economic Research Title: Racial Disparities in Health Care and Health Among the Elderly Role: PI 2009-2020 Funder: National Institute of Aging (P30) Title: Center on the Demography and Economics of Health and Aging Role: PI (2011-2020) 2009-2011 Funder: Rand Corporation Title: Natural Experiments and RCT Generalizability: The Woman's Health Initiative Role: PI 2008-2013 Funder: American Heart Association Title: AHA-PRT Outcomes Research Center Role: Investigator (PI: Hlatky) 2007-2009 Funder: National Institute of Aging (R01) Title: The Economics of Obesity Role: PI 2007-2009 Funder: Veterans Administration, Health Services Research and Development Service Title: Quality of Practices for Lung Cancer Diagnosis and Staging Role: Investigator 2007-2008 Funder: Stanford Center for Demography and Economics of Health and Aging Title: The HIV Epidemic in Africa and the Orphaned Elderly

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Role: PI 2007 Funder: University of Southern California Title: The Changes in Health Care Financing and Organization Initiative Role: PI 2006-2010 Funder: National Institute of Aging (K02) Title: Health Insurance Provision for Vulnerable Populations Role: PI 2006-2010 Funder: Columbia University/Yale University Title: Dummy Endogenous Variables in Threshold Crossing Models, with Applications to Health Economics Role: PI 2006-2007 Funder: Stanford Center for Demography and Economics of Health and Aging Title: Obesity, Wages, and Health Insurance Role: PI 2005-2009 Funder: National Institute of Aging (P01 Subproject) Title: Medical Care for the Disabled Elderly Role: Investigator (PI: Garber) 2005-2008 Funder: National Institute of Aging (R01) Title: Whom Does Medicare Benefit? Role: PI Subcontract (PI: Lakdawalla) 2002 Funder: Stanford Center for Demography and Economics of Health and Aging Title: Explaining Changes in Disability Prevalence Among Younger and Older American Populations Role: PI 2001-2003 Funder: Agency for Healthcare Research and Quality (R01) Title: State and Federal Policy and Outcomes for HIV+ Adults Role: PI Subcontract (PI: Goldman) 2001-2002 Funder: National Institute of Aging (R03) Title: The Economics of Viatical Settlements Role: PI 2001-2002 Funder: Robert Woods Johnson Foundation Title: The Effects of Medicare Eligibility on Participation in Social Security Disability Insurance Role: PI Subcontract (PI: Schoenbaum) 2001-2002 Funder: USDA Title: Evaluating the Impact of School Breakfast and Lunch Role: Investigator 2001-2002 Funder: Northwestern/Univ. of Chicago Joint Center on Poverty Title: The Allocation of Nutrition with Poor American Families Role: PI Subcontract (PI: Haider) 2000-2002 Funder: National Institute on Alcohol Abuse & Alcoholism (R03) Title: The Demand for Alcohol Treatment Services Role: PI 2000-2001 Funder: USDA Title: How Should We Measure Hunger?

JAY BHATTACHARYA, M.D., Ph.D. June 2021

Role: PI Subcontract (PI: Haider)

F. SCHOLARSHIPS AND HONORS

• Phi Beta Kappa Honor Society, 1988 • Distinction and Departmental Honors in Economics, Stanford University, 1990 • Michael Forman Fellowship in Economics, Stanford University, 1991-1992 • Agency for Health Care Policy and Research Fellowship 1993-1995 • Outstanding Teaching Assistant Award, Stanford University, Economics, 1994 • Center for Economic Policy Research, Olin Dissertation Fellowship, 1997-1998 • Distinguished Award for Exceptional Contributions to Education in Medicine, Stanford University, 2005, 2007, and 2013. • Dennis Aigner Award for the best applied paper published in the Journal of Econometrics, 2013